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March 29, 2026Digital Health0 citationsOpen Access

Ecological momentary assessment for symptom monitoring among people with knee osteoarthritis: A scoping review

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PZPeizhe ZhangCHChong HouQRQingli Ren

Key Points

  • This review aims to synthesize evidence about the feasibility and clinical value of ecological momentary assessment for monitoring symptoms in knee osteoarthritis.
  • Systematic search of nine databases using Arksey and O'Malley framework and PRISMA-ScR checklist.
  • Inclusion of studies assessing ecological momentary assessment applications in knee osteoarthritis.
  • Data extraction from studies meeting set inclusion criteria.
  • Twenty-four studies were included in the review.
  • Identified significant variation in study design, data collection methods, and outcomes.
  • Gaps noted were in sample sizes, follow-up durations, and frequency of data collection.

Abstract

Background In recent years, the number of individuals with knee osteoarthritis (KOA) receiving home-based conservative management has increased. These individuals often experience multiple symptoms that impair daily functioning, highlighting the need for remote monitoring. Ecological momentary assessment (EMA) enables repeated, real-time monitoring of symptoms, activities, and environmental factors in natural settings. However, specific scenarios for applying EMA to assess KOA-related symptoms, together with acceptability and operational feasibility among patients in clinical practice, lack systematic evidence; therefore, the practical value of EMA requires further clarification. Objective This study aims to systematically synthesize evidence on the feasibility and clinical value of EMA for evaluating and dynamically monitoring symptoms in patients with KOA. Based on this synthesis, the challenges, emerging opportunities, and future research directions for EMA applications in KOA are further identified. Methods Following the Arksey and O'Malley framework and the PRISMA-ScR checklist, nine databases were systematically searched from inception to June 2025. After the screening process, relevant data were extracted from all studies that met the inclusion criteria. Results A total of 24 studies were included. This review systematically summarized and analyzed study design characteristics, EMA data collection methods, response-related outcomes, and the main findings. Several gaps were identified. Sample size, follow-up duration, and data collection frequency varied substantially across studies. In addition, all included studies were limited to the assessment phase, with no translation of EMA use into actual symptom management for patients. Conclusion EMA is a feasible and valuable approach for evaluating symptoms in patients with KOA. Future studies should establish standardized data collection standards, optimize data collection tools, and further integrate EMA into symptom intervention and management to advance personalized, precision-based care.

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Cite This Study

Zhang et al. (2026) studied this question.

synapsesocial.com/papers/69c8c247de0f0f753b39c7cfhttps://doi.org/10.1177/20552076261437299
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